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Create app.py
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app.py
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import gradio as gr
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import json
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from deforum_engine import DeforumRunner
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# Initialize Engine
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runner = DeforumRunner(device="cpu")
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def process(
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prompts_json, neg_prompt, max_frames,
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width, height,
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zoom, angle, tx, ty,
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strength, noise,
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fps, steps
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):
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# Validate JSON
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try:
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# Convert single quotes to double if user messed up
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prompts_json = prompts_json.replace("'", '"')
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# Ensure keys are integers
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prompts_dict = json.loads(prompts_json)
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prompts_fixed = {int(k): v for k, v in prompts_dict.items()}
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except:
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# Fallback manual parse
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try:
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prompts_fixed = eval(prompts_json)
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except:
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return None, None, None, "Error parsing prompts JSON"
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return runner.render(
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prompts_fixed, neg_prompt, int(max_frames),
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int(width), int(height),
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zoom, angle, tx, ty,
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strength, noise,
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int(fps), int(steps)
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)
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css = """
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#col-container {max_width: 900px; margin-left: auto; margin-right: auto;}
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"""
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with gr.Blocks() as demo:
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gr.Markdown("# 🌀 Authentic Deforum (CPU/SDXS)")
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gr.Markdown("""
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**Core Config:**
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* **Model:** SDXS-512-0.9 (Fast 1-step capable).
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* **Authenticity:** Full 2D Warping, Noise Schedules, and Img2Img Loopback.
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* **Tip:** Keep `Steps` around 3-4. If you use 1 step, 'Strength' (fade) will not work and frames will look disjointed.
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""")
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with gr.Row():
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with gr.Column():
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# Prompts
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prompts_input = gr.Code(
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label="Prompts (JSON format)",
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value='{\n "0": "tiny cute swamp bunny, highly detailed, intricate, 8k",\n "30": "anthro swamp bunny, cyberpunk city background, neon lights"\n}',
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language="json"
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)
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neg_prompt = gr.Textbox(label="Negative Prompt", value="nsfw, nude, watermark, text, blurry")
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with gr.Row():
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max_frames = gr.Number(label="Max Frames", value=120, precision=0)
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fps = gr.Number(label="FPS", value=12, precision=0)
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steps = gr.Slider(1, 10, value=3, step=1, label="Steps (Rec: 3+)")
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with gr.Accordion("Motion Settings", open=True):
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gr.Markdown("Supports Math: `sin(t/10)`, `t*0.5`, etc. `t` = frame index.")
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angle = gr.Textbox(label="Angle (deg)", value="0:(0)")
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zoom = gr.Textbox(label="Zoom (1.0 = static)", value="0:(1.0 + 0.01*sin(t/20))")
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tx = gr.Textbox(label="Translation X", value="0:(2*sin(t/10))")
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ty = gr.Textbox(label="Translation Y", value="0:(0)")
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with gr.Accordion("Coherence (The 'Glue')", open=True):
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strength = gr.Textbox(label="Strength Schedule (0.0-1.0)", value="0:(0.65)")
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noise = gr.Textbox(label="Noise Schedule (0.0-1.0)", value="0:(0.04)")
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run_btn = gr.Button("Generate Animation", variant="primary")
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with gr.Column():
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out_image = gr.Image(label="Last Frame", type="pil")
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out_video = gr.Video(label="Video Output")
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out_zip = gr.File(label="Download Frames")
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run_btn.click(
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fn=process,
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inputs=[
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prompts_input, neg_prompt, max_frames,
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gr.State(256), gr.State(256), # Fixed resolution for CPU speed
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zoom, angle, tx, ty,
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strength, noise,
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fps, steps
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],
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outputs=[out_image, out_video, out_zip]
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)
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if __name__ == "__main__":
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demo.launch(css=css, theme=gr.themes.Glass())
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